Dataset statistics
| Number of variables | 53 |
|---|---|
| Number of observations | 974 |
| Missing cells | 647 |
| Missing cells (%) | 1.3% |
| Duplicate rows | 2 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 407.2 KiB |
| Average record size in memory | 428.1 B |
Variable types
| Numeric | 3 |
|---|---|
| Categorical | 41 |
| Text | 8 |
| DateTime | 1 |
Dataset
| Description | 2021-01-04 |
|---|---|
| Author | 부산시공공데이터포털 |
| URL | https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050801178000 |
water12 has constant value "" | Constant |
water13 has constant value "" | Constant |
water14 has constant value "" | Constant |
water18 has constant value "" | Constant |
water19 has constant value "" | Constant |
water20 has constant value "" | Constant |
water21 has constant value "" | Constant |
water22 has constant value "" | Constant |
water26 has constant value "" | Constant |
water27 has constant value "" | Constant |
water28 has constant value "" | Constant |
water29 has constant value "" | Constant |
water30 has constant value "" | Constant |
water31 has constant value "" | Constant |
water32 has constant value "" | Constant |
water33 has constant value "" | Constant |
water35 has constant value "" | Constant |
last_load_dttm has constant value "" | Constant |
| Dataset has 2 (0.2%) duplicate rows | Duplicates |
water01 is highly imbalanced (76.6%) | Imbalance |
water06 is highly imbalanced (59.6%) | Imbalance |
water07 is highly imbalanced (70.4%) | Imbalance |
water08 is highly imbalanced (89.5%) | Imbalance |
water09 is highly imbalanced (90.4%) | Imbalance |
water10 is highly imbalanced (66.6%) | Imbalance |
water11 is highly imbalanced (96.8%) | Imbalance |
water15 is highly imbalanced (98.8%) | Imbalance |
water16 is highly imbalanced (87.2%) | Imbalance |
water17 is highly imbalanced (65.9%) | Imbalance |
water23 is highly imbalanced (98.8%) | Imbalance |
water24 is highly imbalanced (98.8%) | Imbalance |
water25 is highly imbalanced (98.8%) | Imbalance |
water36 is highly imbalanced (77.5%) | Imbalance |
water37 is highly imbalanced (78.5%) | Imbalance |
water38 is highly imbalanced (77.3%) | Imbalance |
water39 is highly imbalanced (72.8%) | Imbalance |
water43 is highly imbalanced (85.3%) | Imbalance |
water47 is highly imbalanced (69.8%) | Imbalance |
water04 has 563 (57.8%) missing values | Missing |
water41 has 79 (8.1%) missing values | Missing |
Reproduction
| Analysis started | 2024-04-16 22:09:57.660001 |
|---|---|
| Analysis finished | 2024-04-16 22:09:58.455422 |
| Duration | 0.8 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
inspec_yy
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2013.3973 |
| Minimum | 2010 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 2010 |
|---|---|
| 5-th percentile | 2010 |
| Q1 | 2011 |
| median | 2013 |
| Q3 | 2014 |
| 95-th percentile | 2020 |
| Maximum | 2020 |
| Range | 10 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.0894897 |
|---|---|
| Coefficient of variation (CV) | 0.001534466 |
| Kurtosis | 0.4854411 |
| Mean | 2013.3973 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.2459919 |
| Sum | 1961049 |
| Variance | 9.5449466 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2012 | 192 | |
| 2013 | 186 | |
| 2014 | 185 | |
| 2020 | 150 | |
| 2010 | 134 | |
| 2011 | 127 |
| Value | Count | Frequency (%) |
| 2010 | 134 | |
| 2011 | 127 | |
| 2012 | 192 | |
| 2013 | 186 | |
| 2014 | 185 | |
| 2020 | 150 |
| Value | Count | Frequency (%) |
| 2020 | 150 | |
| 2014 | 185 | |
| 2013 | 186 | |
| 2012 | 192 | |
| 2011 | 127 | |
| 2010 | 134 |
inspec_qt
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 824 | |
| 1 | 150 | 15.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 824 | |
| 1 | 150 | 15.4% |
inspec_area
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 부산진구 | |
|---|---|
| 동구 | |
| 금정구 | |
| 해운대구 | |
| 사상구 | |
| Other values (10) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.9250513 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 동구 |
|---|---|
| 2nd row | 동래구 |
| 3rd row | 동래구 |
| 4th row | 동래구 |
| 5th row | 동래구 |
Common Values
| Value | Count | Frequency (%) |
| 부산진구 | 138 | |
| 동구 | 99 | |
| 금정구 | 98 | |
| 해운대구 | 91 | |
| 사상구 | 90 | |
| 남구 | 84 | |
| 북구 | 69 | |
| 사하구 | 64 | |
| 영도구 | 61 | |
| 동래구 | 55 | 5.6% |
| Other values (5) | 125 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 부산진구 | 138 | |
| 동구 | 99 | |
| 금정구 | 98 | |
| 해운대구 | 91 | |
| 사상구 | 90 | |
| 남구 | 84 | |
| 북구 | 69 | |
| 사하구 | 64 | |
| 영도구 | 61 | |
| 동래구 | 55 | 5.6% |
| Other values (5) | 125 |
inspec_point
Text
| Distinct | 335 |
|---|---|
| Distinct (%) | 34.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 4.1837782 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4075 |
|---|---|
| Distinct characters | 199 |
| Distinct categories | 6 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 106 ? |
|---|---|
| Unique (%) | 10.9% |
Sample
| 1st row | 청조약수터 |
|---|---|
| 2nd row | 금강1 |
| 3rd row | 금강2 |
| 4th row | 금병 |
| 5th row | 대덕사 |
| Value | Count | Frequency (%) |
| 약수터 | 37 | 3.4% |
| 대신공원 | 31 | 2.8% |
| 만수정 | 15 | 1.4% |
| 태종대 | 15 | 1.4% |
| 용머리 | 12 | 1.1% |
| 옥천 | 12 | 1.1% |
| 승학 | 8 | 0.7% |
| 체육공원 | 8 | 0.7% |
| 청수 | 8 | 0.7% |
| 이기대 | 7 | 0.6% |
| Other values (323) | 941 |
Most occurring characters
| Value | Count | Frequency (%) |
| 수 | 389 | 9.5% |
| 터 | 268 | 6.6% |
| 약 | 256 | 6.3% |
| 산 | 144 | 3.5% |
| 120 | 2.9% | |
| 정 | 114 | 2.8% |
| 공 | 102 | 2.5% |
| 대 | 101 | 2.5% |
| 원 | 94 | 2.3% |
| 천 | 89 | 2.2% |
| Other values (189) | 2398 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 3831 | |
| Space Separator | 120 | 2.9% |
| Decimal Number | 61 | 1.5% |
| Open Punctuation | 30 | 0.7% |
| Close Punctuation | 30 | 0.7% |
| Uppercase Letter | 3 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 수 | 389 | 10.2% |
| 터 | 268 | 7.0% |
| 약 | 256 | 6.7% |
| 산 | 144 | 3.8% |
| 정 | 114 | 3.0% |
| 공 | 102 | 2.7% |
| 대 | 101 | 2.6% |
| 원 | 94 | 2.5% |
| 천 | 89 | 2.3% |
| 골 | 81 | 2.1% |
| Other values (180) | 2193 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 29 | |
| 1 | 28 | |
| 4 | 4 | 6.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1 | |
| B | 1 | |
| K | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 120 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 30 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 30 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 3831 | |
| Common | 241 | 5.9% |
| Latin | 3 | 0.1% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 수 | 389 | 10.2% |
| 터 | 268 | 7.0% |
| 약 | 256 | 6.7% |
| 산 | 144 | 3.8% |
| 정 | 114 | 3.0% |
| 공 | 102 | 2.7% |
| 대 | 101 | 2.6% |
| 원 | 94 | 2.5% |
| 천 | 89 | 2.3% |
| 골 | 81 | 2.1% |
| Other values (180) | 2193 |
Common
| Value | Count | Frequency (%) |
| 120 | ||
| ( | 30 | 12.4% |
| ) | 30 | 12.4% |
| 2 | 29 | 12.0% |
| 1 | 28 | 11.6% |
| 4 | 4 | 1.7% |
Latin
| Value | Count | Frequency (%) |
| S | 1 | |
| B | 1 | |
| K | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 3831 | |
| ASCII | 244 | 6.0% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 수 | 389 | 10.2% |
| 터 | 268 | 7.0% |
| 약 | 256 | 6.7% |
| 산 | 144 | 3.8% |
| 정 | 114 | 3.0% |
| 공 | 102 | 2.7% |
| 대 | 101 | 2.6% |
| 원 | 94 | 2.5% |
| 천 | 89 | 2.3% |
| 골 | 81 | 2.1% |
| Other values (180) | 2193 |
ASCII
| Value | Count | Frequency (%) |
| 120 | ||
| ( | 30 | 12.3% |
| ) | 30 | 12.3% |
| 2 | 29 | 11.9% |
| 1 | 28 | 11.5% |
| 4 | 4 | 1.6% |
| S | 1 | 0.4% |
| B | 1 | 0.4% |
| K | 1 | 0.4% |
result
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 적합 | |
|---|---|
| 부적합 | |
| <NA> | 2 |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.4435318 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 부적합 |
|---|---|
| 2nd row | 적합 |
| 3rd row | 적합 |
| 4th row | 적합 |
| 5th row | 적합 |
Common Values
| Value | Count | Frequency (%) |
| 적합 | 544 | |
| 부적합 | 428 | |
| <NA> | 2 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 적합 | 544 | |
| 부적합 | 428 | |
| na | 2 | 0.2% |
water01
Categorical
IMBALANCE
| Distinct | 38 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0 | 46 |
| 1 | 23 |
| 2 | 16 |
| 3 | 7 |
| Other values (33) | 60 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.7299795 |
| Min length | 1 |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 2.3% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 822 | |
| 0 | 46 | 4.7% |
| 1 | 23 | 2.4% |
| 2 | 16 | 1.6% |
| 3 | 7 | 0.7% |
| 12 | 6 | 0.6% |
| 5 | 4 | 0.4% |
| 8 | 4 | 0.4% |
| 9 | 4 | 0.4% |
| 4 | 4 | 0.4% |
| Other values (28) | 38 | 3.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 불검출 | 822 | |
| 0 | 46 | 4.7% |
| 1 | 23 | 2.4% |
| 2 | 16 | 1.6% |
| 3 | 7 | 0.7% |
| 12 | 6 | 0.6% |
| 5 | 4 | 0.4% |
| 8 | 4 | 0.4% |
| 9 | 4 | 0.4% |
| 4 | 4 | 0.4% |
| Other values (28) | 38 | 3.9% |
water02
Text
| Distinct | 90 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 5 |
| Missing (%) | 0.5% |
| Memory size | 7.7 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.8472652 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2759 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | 1.8 |
|---|---|
| 2nd row | 6.7 |
| 3rd row | 5.4 |
| 4th row | 0.9 |
| 5th row | 1.0 |
| Value | Count | Frequency (%) |
| 불검출 | 122 | 12.6% |
| 0.8 | 40 | 4.1% |
| 0.6 | 38 | 3.9% |
| 0.9 | 34 | 3.5% |
| 1.2 | 31 | 3.2% |
| 1.4 | 31 | 3.2% |
| 1.1 | 29 | 3.0% |
| 0.4 | 29 | 3.0% |
| 0.7 | 29 | 3.0% |
| 검출 | 28 | 2.9% |
| Other values (80) | 558 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 758 | |
| 1 | 313 | |
| 0 | 232 | 8.4% |
| 2 | 232 | 8.4% |
| 4 | 158 | 5.7% |
| 3 | 157 | 5.7% |
| 검 | 150 | 5.4% |
| 출 | 150 | 5.4% |
| 불 | 122 | 4.4% |
| 6 | 114 | 4.1% |
| Other values (4) | 373 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1579 | |
| Other Punctuation | 758 | |
| Other Letter | 422 | 15.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 313 | |
| 0 | 232 | |
| 2 | 232 | |
| 4 | 158 | |
| 3 | 157 | |
| 6 | 114 | 7.2% |
| 7 | 110 | 7.0% |
| 5 | 101 | 6.4% |
| 8 | 92 | 5.8% |
| 9 | 70 | 4.4% |
Other Letter
| Value | Count | Frequency (%) |
| 검 | 150 | |
| 출 | 150 | |
| 불 | 122 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 758 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2337 | |
| Hangul | 422 | 15.3% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 758 | |
| 1 | 313 | |
| 0 | 232 | 9.9% |
| 2 | 232 | 9.9% |
| 4 | 158 | 6.8% |
| 3 | 157 | 6.7% |
| 6 | 114 | 4.9% |
| 7 | 110 | 4.7% |
| 5 | 101 | 4.3% |
| 8 | 92 | 3.9% |
Hangul
| Value | Count | Frequency (%) |
| 검 | 150 | |
| 출 | 150 | |
| 불 | 122 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2337 | |
| Hangul | 422 | 15.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 758 | |
| 1 | 313 | |
| 0 | 232 | 9.9% |
| 2 | 232 | 9.9% |
| 4 | 158 | 6.8% |
| 3 | 157 | 6.7% |
| 6 | 114 | 4.9% |
| 7 | 110 | 4.7% |
| 5 | 101 | 4.3% |
| 8 | 92 | 3.9% |
Hangul
| Value | Count | Frequency (%) |
| 검 | 150 | |
| 출 | 150 | |
| 불 | 122 |
water03
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 0.3 | |
|---|---|
| 불검출 | |
| 0.32 | |
| 0.6 | |
| 0.9 | 11 |
| Other values (5) | 8 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.1344969 |
| Min length | 2 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | 0.3 |
|---|---|
| 2nd row | 0.3 |
| 3rd row | 0.3 |
| 4th row | 0.3 |
| 5th row | 0.3 |
Common Values
| Value | Count | Frequency (%) |
| 0.3 | 593 | |
| 불검출 | 147 | 15.1% |
| 0.32 | 133 | 13.7% |
| 0.6 | 82 | 8.4% |
| 0.9 | 11 | 1.1% |
| 검출 | 3 | 0.3% |
| 1.3 | 2 | 0.2% |
| 2.2 | 1 | 0.1% |
| 2.8 | 1 | 0.1% |
| 0.95 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.3 | 593 | |
| 불검출 | 147 | 15.1% |
| 0.32 | 133 | 13.7% |
| 0.6 | 82 | 8.4% |
| 0.9 | 11 | 1.1% |
| 검출 | 3 | 0.3% |
| 1.3 | 2 | 0.2% |
| 2.2 | 1 | 0.1% |
| 2.8 | 1 | 0.1% |
| 0.95 | 1 | 0.1% |
water04
Text
MISSING
| Distinct | 114 |
|---|---|
| Distinct (%) | 27.7% |
| Missing | 563 |
| Missing (%) | 57.8% |
| Memory size | 7.7 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.5815085 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1061 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 41 ? |
|---|---|
| Unique (%) | 10.0% |
Sample
| 1st row | 119 |
|---|---|
| 2nd row | 108 |
| 3rd row | 127 |
| 4th row | 176 |
| 5th row | 178 |
| Value | Count | Frequency (%) |
| 불검출 | 150 | |
| 83 | 7 | 1.7% |
| 96 | 6 | 1.5% |
| 61 | 6 | 1.5% |
| 65 | 6 | 1.5% |
| 119 | 5 | 1.2% |
| 79 | 5 | 1.2% |
| 42 | 5 | 1.2% |
| 49 | 5 | 1.2% |
| 48 | 5 | 1.2% |
| Other values (104) | 211 |
Most occurring characters
| Value | Count | Frequency (%) |
| 불 | 150 | |
| 검 | 150 | |
| 출 | 150 | |
| 1 | 132 | |
| 5 | 62 | |
| 6 | 61 | |
| 9 | 55 | 5.2% |
| 8 | 54 | 5.1% |
| 3 | 53 | 5.0% |
| 7 | 53 | 5.0% |
| Other values (3) | 141 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 611 | |
| Other Letter | 450 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 132 | |
| 5 | 62 | |
| 6 | 61 | |
| 9 | 55 | |
| 8 | 54 | |
| 3 | 53 | |
| 7 | 53 | |
| 4 | 52 | 8.5% |
| 2 | 52 | 8.5% |
| 0 | 37 | 6.1% |
Other Letter
| Value | Count | Frequency (%) |
| 불 | 150 | |
| 검 | 150 | |
| 출 | 150 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 611 | |
| Hangul | 450 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 132 | |
| 5 | 62 | |
| 6 | 61 | |
| 9 | 55 | |
| 8 | 54 | |
| 3 | 53 | |
| 7 | 53 | |
| 4 | 52 | 8.5% |
| 2 | 52 | 8.5% |
| 0 | 37 | 6.1% |
Hangul
| Value | Count | Frequency (%) |
| 불 | 150 | |
| 검 | 150 | |
| 출 | 150 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 611 | |
| Hangul | 450 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 불 | 150 | |
| 검 | 150 | |
| 출 | 150 |
ASCII
| Value | Count | Frequency (%) |
| 1 | 132 | |
| 5 | 62 | |
| 6 | 61 | |
| 9 | 55 | |
| 8 | 54 | |
| 3 | 53 | |
| 7 | 53 | |
| 4 | 52 | 8.5% |
| 2 | 52 | 8.5% |
| 0 | 37 | 6.1% |
water05
Text
| Distinct | 104 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 1.6960986 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1652 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 30 ? |
|---|---|
| Unique (%) | 3.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 216 | |
| 불검출 | 150 | |
| 1 | 48 | 4.9% |
| 2 | 41 | 4.2% |
| 3 | 35 | 3.6% |
| 4 | 30 | 3.1% |
| 5 | 25 | 2.6% |
| 10 | 25 | 2.6% |
| 6 | 23 | 2.4% |
| 15 | 21 | 2.2% |
| Other values (94) | 360 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 292 | |
| 1 | 220 | |
| 불 | 150 | |
| 검 | 150 | |
| 출 | 150 | |
| 2 | 150 | |
| 3 | 102 | 6.2% |
| 5 | 93 | 5.6% |
| 4 | 92 | 5.6% |
| 6 | 83 | 5.0% |
| Other values (3) | 170 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1202 | |
| Other Letter | 450 | 27.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 292 | |
| 1 | 220 | |
| 2 | 150 | |
| 3 | 102 | 8.5% |
| 5 | 93 | 7.7% |
| 4 | 92 | 7.7% |
| 6 | 83 | 6.9% |
| 8 | 65 | 5.4% |
| 9 | 54 | 4.5% |
| 7 | 51 | 4.2% |
Other Letter
| Value | Count | Frequency (%) |
| 불 | 150 | |
| 검 | 150 | |
| 출 | 150 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1202 | |
| Hangul | 450 | 27.2% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 292 | |
| 1 | 220 | |
| 2 | 150 | |
| 3 | 102 | 8.5% |
| 5 | 93 | 7.7% |
| 4 | 92 | 7.7% |
| 6 | 83 | 6.9% |
| 8 | 65 | 5.4% |
| 9 | 54 | 4.5% |
| 7 | 51 | 4.2% |
Hangul
| Value | Count | Frequency (%) |
| 불 | 150 | |
| 검 | 150 | |
| 출 | 150 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1202 | |
| Hangul | 450 | 27.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 292 | |
| 1 | 220 | |
| 2 | 150 | |
| 3 | 102 | 8.5% |
| 5 | 93 | 7.7% |
| 4 | 92 | 7.7% |
| 6 | 83 | 6.9% |
| 8 | 65 | 5.4% |
| 9 | 54 | 4.5% |
| 7 | 51 | 4.2% |
Hangul
| Value | Count | Frequency (%) |
| 불 | 150 | |
| 검 | 150 | |
| 출 | 150 |
water06
Categorical
IMBALANCE
| Distinct | 46 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 검출 | |
| 1.2 | 9 |
| 1 | 9 |
| 1.6 | 8 |
| Other values (41) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.5831622 |
| Min length | 1 |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | 검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 457 | |
| 검출 | 370 | |
| 1.2 | 9 | 0.9% |
| 1 | 9 | 0.9% |
| 1.6 | 8 | 0.8% |
| 1.1 | 7 | 0.7% |
| 1.4 | 7 | 0.7% |
| 2.4 | 7 | 0.7% |
| 0.9 | 6 | 0.6% |
| 0.8 | 6 | 0.6% |
| Other values (36) | 88 | 9.0% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 불검출 | 457 | |
| 검출 | 370 | |
| 1.2 | 9 | 0.9% |
| 1 | 9 | 0.9% |
| 1.6 | 8 | 0.8% |
| 1.1 | 7 | 0.7% |
| 1.4 | 7 | 0.7% |
| 2.4 | 7 | 0.7% |
| 0.9 | 6 | 0.6% |
| 0.8 | 6 | 0.6% |
| Other values (36) | 88 | 9.0% |
water07
Categorical
IMBALANCE
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0.3 | |
| 검출 | 66 |
| 0.6 | 11 |
| 0.4 | 4 |
| Other values (9) | 11 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.9301848 |
| Min length | 1 |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 762 | |
| 0.3 | 120 | 12.3% |
| 검출 | 66 | 6.8% |
| 0.6 | 11 | 1.1% |
| 0.4 | 4 | 0.4% |
| 0.7 | 3 | 0.3% |
| 2.9 | 1 | 0.1% |
| 5.5 | 1 | 0.1% |
| 9.2 | 1 | 0.1% |
| 0.8 | 1 | 0.1% |
| Other values (4) | 4 | 0.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 불검출 | 762 | |
| 0.3 | 120 | 12.3% |
| 검출 | 66 | 6.8% |
| 0.6 | 11 | 1.1% |
| 0.4 | 4 | 0.4% |
| 0.7 | 3 | 0.3% |
| 2.9 | 1 | 0.1% |
| 5.5 | 1 | 0.1% |
| 9.2 | 1 | 0.1% |
| 0.8 | 1 | 0.1% |
| Other values (4) | 4 | 0.4% |
water08
Categorical
IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| <NA> | 16 |
| 검출 | 5 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0112936 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 953 | |
| <NA> | 16 | 1.6% |
| 검출 | 5 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 953 | |
| na | 16 | 1.6% |
| 검출 | 5 | 0.5% |
water09
Categorical
IMBALANCE
| Distinct | 19 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0.24 | 5 |
| 0.22 | 4 |
| 0.25 | 4 |
| 0.21 | 3 |
| Other values (14) | 24 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.0379877 |
| Min length | 3 |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 934 | |
| 0.24 | 5 | 0.5% |
| 0.22 | 4 | 0.4% |
| 0.25 | 4 | 0.4% |
| 0.21 | 3 | 0.3% |
| 0.17 | 3 | 0.3% |
| 0.15 | 3 | 0.3% |
| 0.2 | 3 | 0.3% |
| 0.16 | 2 | 0.2% |
| 0.27 | 2 | 0.2% |
| Other values (9) | 11 | 1.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 불검출 | 934 | |
| 0.24 | 5 | 0.5% |
| 0.22 | 4 | 0.4% |
| 0.25 | 4 | 0.4% |
| 0.21 | 3 | 0.3% |
| 0.17 | 3 | 0.3% |
| 0.15 | 3 | 0.3% |
| 0.2 | 3 | 0.3% |
| 0.19 | 2 | 0.2% |
| 0.18 | 2 | 0.2% |
| Other values (9) | 11 | 1.1% |
water10
Categorical
IMBALANCE
| Distinct | 50 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0.20 | 20 |
| 0.16 | 20 |
| 0.2 | 20 |
| 0.22 | 13 |
| Other values (45) |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.2002053 |
| Min length | 3 |
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | 1.8% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 0.16 |
| 5th row | 0.21 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 752 | |
| 0.20 | 20 | 2.1% |
| 0.16 | 20 | 2.1% |
| 0.2 | 20 | 2.1% |
| 0.22 | 13 | 1.3% |
| 0.15 | 13 | 1.3% |
| 0.17 | 11 | 1.1% |
| 0.18 | 10 | 1.0% |
| 0.19 | 9 | 0.9% |
| 0.21 | 9 | 0.9% |
| Other values (40) | 97 | 10.0% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 불검출 | 752 | |
| 0.20 | 20 | 2.1% |
| 0.16 | 20 | 2.1% |
| 0.2 | 20 | 2.1% |
| 0.22 | 13 | 1.3% |
| 0.15 | 13 | 1.3% |
| 0.17 | 11 | 1.1% |
| 0.18 | 10 | 1.0% |
| 0.19 | 9 | 0.9% |
| 0.21 | 9 | 0.9% |
| Other values (40) | 97 | 10.0% |
water11
Categorical
IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0.007 | 3 |
| 0.008 | 2 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.0102669 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 969 | |
| 0.007 | 3 | 0.3% |
| 0.008 | 2 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 969 | |
| 0.007 | 3 | 0.3% |
| 0.008 | 2 | 0.2% |
water12
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water13
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water14
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water15
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0.03 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0010267 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 973 | |
| 0.03 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 973 | |
| 0.03 | 1 | 0.1% |
water16
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0.01 | 37 |
| 0.03 | 1 |
| 0.02 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0400411 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 935 | |
| 0.01 | 37 | 3.8% |
| 0.03 | 1 | 0.1% |
| 0.02 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 935 | |
| 0.01 | 37 | 3.8% |
| 0.03 | 1 | 0.1% |
| 0.02 | 1 | 0.1% |
water17
Categorical
IMBALANCE
| Distinct | 27 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0.01 | 62 |
| <NA> | 47 |
| 0.02 | 22 |
| 0.03 | 18 |
| Other values (22) |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.3151951 |
| Min length | 3 |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 743 | |
| 0.01 | 62 | 6.4% |
| <NA> | 47 | 4.8% |
| 0.02 | 22 | 2.3% |
| 0.03 | 18 | 1.8% |
| 0.012 | 11 | 1.1% |
| 0.014 | 11 | 1.1% |
| 0.015 | 10 | 1.0% |
| 0.016 | 9 | 0.9% |
| 0.013 | 7 | 0.7% |
| Other values (17) | 34 | 3.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 불검출 | 743 | |
| 0.01 | 62 | 6.4% |
| na | 47 | 4.8% |
| 0.02 | 22 | 2.3% |
| 0.03 | 18 | 1.8% |
| 0.012 | 11 | 1.1% |
| 0.014 | 11 | 1.1% |
| 0.015 | 10 | 1.0% |
| 0.016 | 9 | 0.9% |
| 0.013 | 7 | 0.7% |
| Other values (17) | 34 | 3.5% |
water18
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water19
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water20
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water21
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water22
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water23
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0.002 | 1 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.0020534 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 973 | |
| 0.002 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 973 | |
| 0.002 | 1 | 0.1% |
water24
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0.002 | 1 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.0020534 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 973 | |
| 0.002 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 973 | |
| 0.002 | 1 | 0.1% |
water25
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0.012 | 1 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.0020534 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 973 | |
| 0.012 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 973 | |
| 0.012 | 1 | 0.1% |
water26
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water27
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water28
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water29
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water30
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water31
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water32
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water33
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 불검출 | 974 |
water34
Real number (ℝ)
| Distinct | 116 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.986653 |
| Minimum | 5 |
|---|---|
| Maximum | 159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 20 |
| median | 30 |
| Q3 | 49 |
| 95-th percentile | 95 |
| Maximum | 159 |
| Range | 154 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 26.052142 |
|---|---|
| Coefficient of variation (CV) | 0.68582357 |
| Kurtosis | 2.4165119 |
| Mean | 37.986653 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.5486969 |
| Sum | 36999 |
| Variance | 678.71411 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24 | 38 | 3.9% |
| 19 | 32 | 3.3% |
| 20 | 32 | 3.3% |
| 23 | 28 | 2.9% |
| 15 | 27 | 2.8% |
| 16 | 26 | 2.7% |
| 18 | 26 | 2.7% |
| 21 | 25 | 2.6% |
| 36 | 24 | 2.5% |
| 13 | 23 | 2.4% |
| Other values (106) | 693 |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.2% |
| 6 | 3 | 0.3% |
| 7 | 2 | 0.2% |
| 8 | 7 | 0.7% |
| 9 | 10 | |
| 10 | 10 | |
| 11 | 16 | |
| 12 | 15 | |
| 13 | 23 | |
| 14 | 22 |
| Value | Count | Frequency (%) |
| 159 | 1 | 0.1% |
| 146 | 1 | 0.1% |
| 145 | 1 | 0.1% |
| 141 | 1 | 0.1% |
| 136 | 2 | |
| 131 | 1 | 0.1% |
| 127 | 2 | |
| 126 | 2 | |
| 124 | 1 | 0.1% |
| 122 | 4 |
water35
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 없음 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 없음 |
|---|---|
| 2nd row | 없음 |
| 3rd row | 없음 |
| 4th row | 없음 |
| 5th row | 없음 |
Common Values
| Value | Count | Frequency (%) |
| 없음 | 974 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 없음 | 974 |
water36
Categorical
IMBALANCE
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 없음 | |
|---|---|
| 불검출 | |
| 0.011 | 3 |
| 0.008 | 3 |
| 0.01 | 2 |
| Other values (4) | 4 |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.1765914 |
| Min length | 2 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 없음 |
|---|---|
| 2nd row | 없음 |
| 3rd row | 없음 |
| 4th row | 없음 |
| 5th row | 없음 |
Common Values
| Value | Count | Frequency (%) |
| 없음 | 824 | |
| 불검출 | 138 | 14.2% |
| 0.011 | 3 | 0.3% |
| 0.008 | 3 | 0.3% |
| 0.01 | 2 | 0.2% |
| 0.013 | 1 | 0.1% |
| 0.009 | 1 | 0.1% |
| 0.015 | 1 | 0.1% |
| 0.031 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 없음 | 824 | |
| 불검출 | 138 | 14.2% |
| 0.011 | 3 | 0.3% |
| 0.008 | 3 | 0.3% |
| 0.01 | 2 | 0.2% |
| 0.013 | 1 | 0.1% |
| 0.009 | 1 | 0.1% |
| 0.015 | 1 | 0.1% |
| 0.031 | 1 | 0.1% |
water37
Categorical
IMBALANCE
| Distinct | 20 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 1 | |
| 0.009 | 5 |
| 0.010 | 4 |
| 0.008 | 3 |
| Other values (15) | 18 |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 2.7525667 |
| Min length | 1 |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 1.2% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 794 | |
| 1 | 150 | 15.4% |
| 0.009 | 5 | 0.5% |
| 0.010 | 4 | 0.4% |
| 0.008 | 3 | 0.3% |
| 0.01 | 2 | 0.2% |
| 0.135 | 2 | 0.2% |
| 0.011 | 2 | 0.2% |
| 0.02 | 1 | 0.1% |
| 0.145 | 1 | 0.1% |
| Other values (10) | 10 | 1.0% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 불검출 | 794 | |
| 1 | 150 | 15.4% |
| 0.009 | 5 | 0.5% |
| 0.010 | 4 | 0.4% |
| 0.008 | 3 | 0.3% |
| 0.01 | 2 | 0.2% |
| 0.135 | 2 | 0.2% |
| 0.011 | 2 | 0.2% |
| 0.023 | 1 | 0.1% |
| 0.018 | 1 | 0.1% |
| Other values (10) | 10 | 1.0% |
water38
Categorical
IMBALANCE
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 1 | |
|---|---|
| 불검출 | |
| <NA> | 23 |
| 13 | 1 |
| 9 | 1 |
| Other values (13) | 13 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.386037 |
| Min length | 1 |
Unique
| Unique | 15 ? |
|---|---|
| Unique (%) | 1.5% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 786 | |
| 불검출 | 150 | 15.4% |
| <NA> | 23 | 2.4% |
| 13 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| 15 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 12 | 1 | 0.1% |
| Other values (8) | 8 | 0.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 1 | 786 | |
| 불검출 | 150 | 15.4% |
| na | 23 | 2.4% |
| 7 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 16 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| Other values (8) | 8 | 0.8% |
water39
Categorical
IMBALANCE
| Distinct | 25 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 6 | 18 |
| 6.6 | 16 |
| 6.3 | 14 |
| 6.5 | 10 |
| Other values (20) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.9404517 |
| Min length | 1 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 824 | |
| 6 | 18 | 1.8% |
| 6.6 | 16 | 1.6% |
| 6.3 | 14 | 1.4% |
| 6.5 | 10 | 1.0% |
| 7 | 10 | 1.0% |
| 6.2 | 9 | 0.9% |
| 6.8 | 9 | 0.9% |
| 5.8 | 9 | 0.9% |
| 6.7 | 8 | 0.8% |
| Other values (15) | 47 | 4.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 불검출 | 824 | |
| 6 | 18 | 1.8% |
| 6.6 | 16 | 1.6% |
| 6.3 | 14 | 1.4% |
| 6.5 | 10 | 1.0% |
| 7 | 10 | 1.0% |
| 6.2 | 9 | 0.9% |
| 6.8 | 9 | 0.9% |
| 5.8 | 9 | 0.9% |
| 6.7 | 8 | 0.8% |
| Other values (15) | 47 | 4.8% |
water40
Text
| Distinct | 60 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.0574949 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2978 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 2.0% |
Sample
| 1st row | 7.8 |
|---|---|
| 2nd row | 7.4 |
| 3rd row | 7.3 |
| 4th row | 7.4 |
| 5th row | 8.0 |
| Value | Count | Frequency (%) |
| 7.5 | 63 | 6.5% |
| 7.4 | 61 | 6.3% |
| 7.6 | 60 | 6.2% |
| 7.7 | 54 | 5.5% |
| 7.2 | 48 | 4.9% |
| 불검출 | 47 | 4.8% |
| 7 | 46 | 4.7% |
| 7.8 | 42 | 4.3% |
| 6.9 | 40 | 4.1% |
| 7.3 | 39 | 4.0% |
| Other values (50) | 474 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 855 | |
| 7 | 581 | |
| 6 | 363 | |
| 0 | 300 | 10.1% |
| 8 | 142 | 4.8% |
| 5 | 119 | 4.0% |
| 2 | 107 | 3.6% |
| 4 | 104 | 3.5% |
| 3 | 95 | 3.2% |
| 1 | 86 | 2.9% |
| Other values (4) | 226 | 7.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1982 | |
| Other Punctuation | 855 | |
| Other Letter | 141 | 4.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 581 | |
| 6 | 363 | |
| 0 | 300 | |
| 8 | 142 | 7.2% |
| 5 | 119 | 6.0% |
| 2 | 107 | 5.4% |
| 4 | 104 | 5.2% |
| 3 | 95 | 4.8% |
| 1 | 86 | 4.3% |
| 9 | 85 | 4.3% |
Other Letter
| Value | Count | Frequency (%) |
| 불 | 47 | |
| 검 | 47 | |
| 출 | 47 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 855 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2837 | |
| Hangul | 141 | 4.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 855 | |
| 7 | 581 | |
| 6 | 363 | |
| 0 | 300 | 10.6% |
| 8 | 142 | 5.0% |
| 5 | 119 | 4.2% |
| 2 | 107 | 3.8% |
| 4 | 104 | 3.7% |
| 3 | 95 | 3.3% |
| 1 | 86 | 3.0% |
Hangul
| Value | Count | Frequency (%) |
| 불 | 47 | |
| 검 | 47 | |
| 출 | 47 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2837 | |
| Hangul | 141 | 4.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 855 | |
| 7 | 581 | |
| 6 | 363 | |
| 0 | 300 | 10.6% |
| 8 | 142 | 5.0% |
| 5 | 119 | 4.2% |
| 2 | 107 | 3.8% |
| 4 | 104 | 3.7% |
| 3 | 95 | 3.3% |
| 1 | 86 | 3.0% |
Hangul
| Value | Count | Frequency (%) |
| 불 | 47 | |
| 검 | 47 | |
| 출 | 47 |
water41
Text
MISSING
| Distinct | 221 |
|---|---|
| Distinct (%) | 24.7% |
| Missing | 79 |
| Missing (%) | 8.1% |
| Memory size | 7.7 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.1284916 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3695 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 137 ? |
|---|---|
| Unique (%) | 15.3% |
Sample
| 1st row | 0.013 |
|---|---|
| 2nd row | 0.016 |
| 3rd row | 0.013 |
| 4th row | 불검출 |
| 5th row | 0.003 |
| Value | Count | Frequency (%) |
| 불검출 | 282 | |
| 0.004 | 37 | 4.1% |
| 0.003 | 35 | 3.9% |
| 0.005 | 28 | 3.1% |
| 0.006 | 26 | 2.9% |
| 0.002 | 22 | 2.5% |
| 0.008 | 19 | 2.1% |
| 0.01 | 18 | 2.0% |
| 0.009 | 18 | 2.0% |
| 0.011 | 17 | 1.9% |
| Other values (211) | 393 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1194 | |
| . | 602 | |
| 불 | 282 | 7.6% |
| 검 | 282 | 7.6% |
| 출 | 282 | 7.6% |
| 1 | 229 | 6.2% |
| 8 | 119 | 3.2% |
| 2 | 116 | 3.1% |
| 7 | 114 | 3.1% |
| 3 | 112 | 3.0% |
| Other values (4) | 363 | 9.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2247 | |
| Other Letter | 846 | 22.9% |
| Other Punctuation | 602 | 16.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1194 | |
| 1 | 229 | 10.2% |
| 8 | 119 | 5.3% |
| 2 | 116 | 5.2% |
| 7 | 114 | 5.1% |
| 3 | 112 | 5.0% |
| 6 | 99 | 4.4% |
| 4 | 98 | 4.4% |
| 9 | 86 | 3.8% |
| 5 | 80 | 3.6% |
Other Letter
| Value | Count | Frequency (%) |
| 불 | 282 | |
| 검 | 282 | |
| 출 | 282 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 602 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2849 | |
| Hangul | 846 | 22.9% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1194 | |
| . | 602 | |
| 1 | 229 | 8.0% |
| 8 | 119 | 4.2% |
| 2 | 116 | 4.1% |
| 7 | 114 | 4.0% |
| 3 | 112 | 3.9% |
| 6 | 99 | 3.5% |
| 4 | 98 | 3.4% |
| 9 | 86 | 3.0% |
Hangul
| Value | Count | Frequency (%) |
| 불 | 282 | |
| 검 | 282 | |
| 출 | 282 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2849 | |
| Hangul | 846 | 22.9% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1194 | |
| . | 602 | |
| 1 | 229 | 8.0% |
| 8 | 119 | 4.2% |
| 2 | 116 | 4.1% |
| 7 | 114 | 4.0% |
| 3 | 112 | 3.9% |
| 6 | 99 | 3.5% |
| 4 | 98 | 3.4% |
| 9 | 86 | 3.0% |
Hangul
| Value | Count | Frequency (%) |
| 불 | 282 | |
| 검 | 282 | |
| 출 | 282 |
water42
Text
| Distinct | 117 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 1.976386 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1925 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 52 ? |
|---|---|
| Unique (%) | 5.3% |
Sample
| 1st row | 6.0 |
|---|---|
| 2nd row | 5.3 |
| 3rd row | 6.3 |
| 4th row | 6.4 |
| 5th row | 6.9 |
| Value | Count | Frequency (%) |
| 불검출 | 150 | |
| 6 | 113 | |
| 8 | 99 | 10.2% |
| 7 | 87 | 8.9% |
| 9 | 67 | 6.9% |
| 10 | 67 | 6.9% |
| 11 | 52 | 5.3% |
| 5 | 31 | 3.2% |
| 12 | 23 | 2.4% |
| 13 | 22 | 2.3% |
| Other values (107) | 263 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 320 | |
| . | 185 | |
| 6 | 174 | |
| 7 | 151 | |
| 불 | 150 | |
| 검 | 150 | |
| 출 | 150 | |
| 8 | 136 | |
| 9 | 110 | 5.7% |
| 0 | 104 | 5.4% |
| Other values (4) | 295 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1290 | |
| Other Letter | 450 | 23.4% |
| Other Punctuation | 185 | 9.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 320 | |
| 6 | 174 | |
| 7 | 151 | |
| 8 | 136 | |
| 9 | 110 | 8.5% |
| 0 | 104 | 8.1% |
| 2 | 93 | 7.2% |
| 5 | 82 | 6.4% |
| 3 | 64 | 5.0% |
| 4 | 56 | 4.3% |
Other Letter
| Value | Count | Frequency (%) |
| 불 | 150 | |
| 검 | 150 | |
| 출 | 150 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 185 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1475 | |
| Hangul | 450 | 23.4% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 320 | |
| . | 185 | |
| 6 | 174 | |
| 7 | 151 | |
| 8 | 136 | |
| 9 | 110 | 7.5% |
| 0 | 104 | 7.1% |
| 2 | 93 | 6.3% |
| 5 | 82 | 5.6% |
| 3 | 64 | 4.3% |
Hangul
| Value | Count | Frequency (%) |
| 불 | 150 | |
| 검 | 150 | |
| 출 | 150 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1475 | |
| Hangul | 450 | 23.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 320 | |
| . | 185 | |
| 6 | 174 | |
| 7 | 151 | |
| 8 | 136 | |
| 9 | 110 | 7.5% |
| 0 | 104 | 7.1% |
| 2 | 93 | 6.3% |
| 5 | 82 | 5.6% |
| 3 | 64 | 4.3% |
Hangul
| Value | Count | Frequency (%) |
| 불 | 150 | |
| 검 | 150 | |
| 출 | 150 |
water43
Categorical
IMBALANCE
| Distinct | 32 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0.06 | 10 |
| 0.07 | 9 |
| 0.05 | 7 |
| 0.08 | 6 |
| Other values (27) | 44 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.0903491 |
| Min length | 3 |
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 2.1% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 898 | |
| 0.06 | 10 | 1.0% |
| 0.07 | 9 | 0.9% |
| 0.05 | 7 | 0.7% |
| 0.08 | 6 | 0.6% |
| 0.12 | 6 | 0.6% |
| 0.1 | 5 | 0.5% |
| 0.09 | 3 | 0.3% |
| 0.004 | 3 | 0.3% |
| 0.11 | 3 | 0.3% |
| Other values (22) | 24 | 2.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 불검출 | 898 | |
| 0.06 | 10 | 1.0% |
| 0.07 | 9 | 0.9% |
| 0.05 | 7 | 0.7% |
| 0.08 | 6 | 0.6% |
| 0.12 | 6 | 0.6% |
| 0.1 | 5 | 0.5% |
| 0.09 | 3 | 0.3% |
| 0.004 | 3 | 0.3% |
| 0.11 | 3 | 0.3% |
| Other values (22) | 24 | 2.5% |
water44
Text
| Distinct | 83 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.2577002 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3173 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 41 ? |
|---|---|
| Unique (%) | 4.2% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
| Value | Count | Frequency (%) |
| 불검출 | 768 | |
| 0.11 | 10 | 1.0% |
| 0.09 | 9 | 0.9% |
| 0.006 | 8 | 0.8% |
| 0.011 | 7 | 0.7% |
| 0.12 | 7 | 0.7% |
| 0.17 | 7 | 0.7% |
| 0.15 | 7 | 0.7% |
| 0.07 | 7 | 0.7% |
| 0.1 | 6 | 0.6% |
| Other values (73) | 138 | 14.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 불 | 768 | |
| 검 | 768 | |
| 출 | 768 | |
| 0 | 309 | |
| . | 206 | 6.5% |
| 1 | 109 | 3.4% |
| 3 | 40 | 1.3% |
| 2 | 37 | 1.2% |
| 9 | 34 | 1.1% |
| 5 | 32 | 1.0% |
| Other values (4) | 102 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 2304 | |
| Decimal Number | 663 | 20.9% |
| Other Punctuation | 206 | 6.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 309 | |
| 1 | 109 | 16.4% |
| 3 | 40 | 6.0% |
| 2 | 37 | 5.6% |
| 9 | 34 | 5.1% |
| 5 | 32 | 4.8% |
| 6 | 30 | 4.5% |
| 8 | 30 | 4.5% |
| 7 | 25 | 3.8% |
| 4 | 17 | 2.6% |
Other Letter
| Value | Count | Frequency (%) |
| 불 | 768 | |
| 검 | 768 | |
| 출 | 768 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 206 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 2304 | |
| Common | 869 | 27.4% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 309 | |
| . | 206 | |
| 1 | 109 | 12.5% |
| 3 | 40 | 4.6% |
| 2 | 37 | 4.3% |
| 9 | 34 | 3.9% |
| 5 | 32 | 3.7% |
| 6 | 30 | 3.5% |
| 8 | 30 | 3.5% |
| 7 | 25 | 2.9% |
Hangul
| Value | Count | Frequency (%) |
| 불 | 768 | |
| 검 | 768 | |
| 출 | 768 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 2304 | |
| ASCII | 869 | 27.4% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 불 | 768 | |
| 검 | 768 | |
| 출 | 768 |
ASCII
| Value | Count | Frequency (%) |
| 0 | 309 | |
| . | 206 | |
| 1 | 109 | 12.5% |
| 3 | 40 | 4.6% |
| 2 | 37 | 4.3% |
| 9 | 34 | 3.9% |
| 5 | 32 | 3.7% |
| 6 | 30 | 3.5% |
| 8 | 30 | 3.5% |
| 7 | 25 | 2.9% |
water45
Real number (ℝ)
| Distinct | 256 |
|---|---|
| Distinct (%) | 26.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6924199 |
| Minimum | 0.04 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 0.04 |
|---|---|
| 5-th percentile | 0.08 |
| Q1 | 0.17 |
| median | 0.32 |
| Q3 | 0.8545 |
| 95-th percentile | 9 |
| Maximum | 64 |
| Range | 63.96 |
| Interquartile range (IQR) | 0.6845 |
Descriptive statistics
| Standard deviation | 3.8058947 |
|---|---|
| Coefficient of variation (CV) | 2.2487887 |
| Kurtosis | 83.638709 |
| Mean | 1.6924199 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 6.6772204 |
| Sum | 1648.417 |
| Variance | 14.484835 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.11 | 29 | 3.0% |
| 0.13 | 28 | 2.9% |
| 0.15 | 22 | 2.3% |
| 5.0 | 22 | 2.3% |
| 8.0 | 22 | 2.3% |
| 0.07 | 20 | 2.1% |
| 6.0 | 20 | 2.1% |
| 0.14 | 20 | 2.1% |
| 0.17 | 19 | 2.0% |
| 0.12 | 18 | 1.8% |
| Other values (246) | 754 |
| Value | Count | Frequency (%) |
| 0.04 | 1 | 0.1% |
| 0.05 | 6 | 0.6% |
| 0.06 | 14 | |
| 0.07 | 20 | |
| 0.08 | 16 | |
| 0.09 | 14 | |
| 0.097 | 2 | 0.2% |
| 0.1 | 16 | |
| 0.105 | 1 | 0.1% |
| 0.107 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 64.0 | 1 | 0.1% |
| 38.0 | 1 | 0.1% |
| 19.0 | 1 | 0.1% |
| 18.0 | 1 | 0.1% |
| 17.0 | 1 | 0.1% |
| 16.0 | 2 | 0.2% |
| 15.0 | 2 | 0.2% |
| 14.0 | 2 | 0.2% |
| 13.0 | 7 | |
| 12.0 | 6 |
water46
Categorical
| Distinct | 40 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 6 | |
| 8 | |
| 9 | |
| 7 | |
| Other values (35) |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.6529774 |
| Min length | 1 |
Unique
| Unique | 16 ? |
|---|---|
| Unique (%) | 1.6% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 6 |
| 3rd row | 7 |
| 4th row | 9 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 119 | |
| 6 | 107 | |
| 8 | 99 | |
| 9 | 88 | |
| 7 | 80 | |
| 10 | 78 | |
| 4 | 66 | 6.8% |
| 5 | 56 | 5.7% |
| 12 | 55 | 5.6% |
| 11 | 51 | 5.2% |
| Other values (30) | 175 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 불검출 | 119 | |
| 6 | 107 | |
| 8 | 99 | |
| 9 | 88 | |
| 7 | 80 | |
| 10 | 78 | |
| 4 | 66 | 6.8% |
| 5 | 56 | 5.7% |
| 12 | 55 | 5.6% |
| 11 | 51 | 5.2% |
| Other values (30) | 175 |
water47
Categorical
IMBALANCE
| Distinct | 39 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 불검출 | |
|---|---|
| 0.03 | 34 |
| 0.04 | 34 |
| 0.02 | 32 |
| 0.0001 | 22 |
| Other values (34) |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.2802875 |
| Min length | 1 |
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | 2.2% |
Sample
| 1st row | 불검출 |
|---|---|
| 2nd row | 불검출 |
| 3rd row | 불검출 |
| 4th row | 불검출 |
| 5th row | 불검출 |
Common Values
| Value | Count | Frequency (%) |
| 불검출 | 766 | |
| 0.03 | 34 | 3.5% |
| 0.04 | 34 | 3.5% |
| 0.02 | 32 | 3.3% |
| 0.0001 | 22 | 2.3% |
| 0.06 | 12 | 1.2% |
| 0.05 | 11 | 1.1% |
| 0.08 | 10 | 1.0% |
| 0.09 | 7 | 0.7% |
| 0.07 | 6 | 0.6% |
| Other values (29) | 40 | 4.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 불검출 | 766 | |
| 0.04 | 34 | 3.5% |
| 0.03 | 34 | 3.5% |
| 0.02 | 32 | 3.3% |
| 0.0001 | 22 | 2.3% |
| 0.06 | 12 | 1.2% |
| 0.05 | 11 | 1.1% |
| 0.08 | 10 | 1.0% |
| 0.09 | 7 | 0.7% |
| 0.07 | 6 | 0.6% |
| Other values (29) | 40 | 4.1% |
last_load_dttm
Date
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| Minimum | 2021-01-04 19:43:40 |
|---|---|
| Maximum | 2021-01-04 19:43:40 |
Histogram with fixed size bins (bins=1)
| inspec_yy | inspec_qt | inspec_area | inspec_point | result | water01 | water02 | water03 | water04 | water05 | water06 | water07 | water08 | water09 | water10 | water11 | water12 | water13 | water14 | water15 | water16 | water17 | water18 | water19 | water20 | water21 | water22 | water23 | water24 | water25 | water26 | water27 | water28 | water29 | water30 | water31 | water32 | water33 | water34 | water35 | water36 | water37 | water38 | water39 | water40 | water41 | water42 | water43 | water44 | water45 | water46 | water47 | last_load_dttm | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2014 | 2 | 동구 | 청조약수터 | 부적합 | 불검출 | 1.8 | 0.3 | <NA> | 0 | 검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 23 | 없음 | 없음 | 불검출 | 1 | 불검출 | 7.8 | 0.013 | 6.0 | 불검출 | 불검출 | 0.11 | 3 | 불검출 | 2021-01-04 19:43:40 |
| 1 | 2014 | 2 | 동래구 | 금강1 | 적합 | 불검출 | 6.7 | 0.3 | <NA> | 0 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 43 | 없음 | 없음 | 불검출 | 1 | 불검출 | 7.4 | 0.016 | 5.3 | 불검출 | 불검출 | 0.08 | 6 | 불검출 | 2021-01-04 19:43:40 |
| 2 | 2014 | 2 | 동래구 | 금강2 | 적합 | 불검출 | 5.4 | 0.3 | <NA> | 0 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 42 | 없음 | 없음 | 불검출 | 1 | 불검출 | 7.3 | 0.013 | 6.3 | 불검출 | 불검출 | 0.09 | 7 | 불검출 | 2021-01-04 19:43:40 |
| 3 | 2014 | 2 | 동래구 | 금병 | 적합 | 불검출 | 0.9 | 0.3 | <NA> | 0 | 불검출 | 불검출 | 불검출 | 불검출 | 0.16 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 32 | 없음 | 없음 | 불검출 | 1 | 불검출 | 7.4 | 불검출 | 6.4 | 불검출 | 불검출 | 0.08 | 9 | 불검출 | 2021-01-04 19:43:40 |
| 4 | 2014 | 2 | 동래구 | 대덕사 | 적합 | 불검출 | 1.0 | 0.3 | <NA> | 0 | 불검출 | 불검출 | 불검출 | 불검출 | 0.21 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 63 | 없음 | 없음 | 불검출 | 1 | 불검출 | 8.0 | 0.003 | 6.9 | 불검출 | 불검출 | 0.07 | 2 | 불검출 | 2021-01-04 19:43:40 |
| 5 | 2014 | 2 | 동구 | 녹산약수터 | 부적합 | 불검출 | 1.9 | 0.3 | <NA> | 16 | 검출 | 검출 | 불검출 | 불검출 | 0.19 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 68 | 없음 | 없음 | 불검출 | 1 | 불검출 | 8.0 | 0.010 | 10.1 | 불검출 | 불검출 | 0.51 | 8 | 0.02 | 2021-01-04 19:43:40 |
| 6 | 2014 | 2 | 동구 | 녹수약수터 | 부적합 | 불검출 | 0.6 | 0.3 | <NA> | 12 | 검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 12 | 없음 | 없음 | 불검출 | 1 | 불검출 | 7.5 | 0.006 | 5.9 | 불검출 | 불검출 | 0.11 | 9 | 불검출 | 2021-01-04 19:43:40 |
| 7 | 2014 | 2 | 영도구 | 모천 | 부적합 | 불검출 | 2.7 | 0.3 | <NA> | 10 | 검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 0.01 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 12 | 없음 | 없음 | 불검출 | 1 | 불검출 | 7.1 | 불검출 | 12.1 | 불검출 | 불검출 | 0.25 | 10 | 불검출 | 2021-01-04 19:43:40 |
| 8 | 2014 | 2 | 영도구 | 미륵암 | 부적합 | 불검출 | 1.1 | 0.3 | <NA> | 18 | 검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 20 | 없음 | 없음 | 불검출 | 1 | 불검출 | 6.5 | 0.002 | 9.6 | 불검출 | 불검출 | 0.15 | 10 | 불검출 | 2021-01-04 19:43:40 |
| 9 | 2014 | 2 | 영도구 | 복천사 | 부적합 | 불검출 | 1.7 | 0.3 | <NA> | 0 | 검출 | 불검출 | 불검출 | 불검출 | 0.22 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 18 | 없음 | 없음 | 불검출 | 1 | 불검출 | 7.0 | 불검출 | 9.8 | 불검출 | 불검출 | 0.21 | 8 | 불검출 | 2021-01-04 19:43:40 |
| inspec_yy | inspec_qt | inspec_area | inspec_point | result | water01 | water02 | water03 | water04 | water05 | water06 | water07 | water08 | water09 | water10 | water11 | water12 | water13 | water14 | water15 | water16 | water17 | water18 | water19 | water20 | water21 | water22 | water23 | water24 | water25 | water26 | water27 | water28 | water29 | water30 | water31 | water32 | water33 | water34 | water35 | water36 | water37 | water38 | water39 | water40 | water41 | water42 | water43 | water44 | water45 | water46 | water47 | last_load_dttm | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 964 | 2020 | 1 | 해운대구 | 장산 | 적합 | 0 | 불검출 | 불검출 | 불검출 | 불검출 | 1.4 | 0.3 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 16 | 없음 | 불검출 | 1 | 불검출 | 6 | 0.003 | 7.8 | 불검출 | 불검출 | 0.38 | 8.0 | 0.02 | 불검출 | 2021-01-04 19:43:40 |
| 965 | 2020 | 1 | 해운대구 | 장산산림욕장 | 적합 | 0 | 불검출 | 불검출 | 불검출 | 불검출 | 1 | 0.3 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 13 | 없음 | 불검출 | 1 | 불검출 | 6.7 | 0.003 | 7.7 | 불검출 | 불검출 | 0.52 | 6.0 | 0.04 | 불검출 | 2021-01-04 19:43:40 |
| 966 | 2020 | 1 | 해운대구 | 장산제일 | 적합 | 0 | 불검출 | 불검출 | 불검출 | 불검출 | 0.9 | 0.3 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 21 | 없음 | 불검출 | 1 | 불검출 | 7 | 불검출 | 7.8 | 불검출 | 불검출 | 0.37 | 4.0 | 0.02 | 불검출 | 2021-01-04 19:43:40 |
| 967 | 2020 | 1 | 해운대구 | 장천사 | 적합 | 0 | 불검출 | 불검출 | 불검출 | 불검출 | 1.2 | 0.3 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 25 | 없음 | 불검출 | 1 | 불검출 | 6 | 불검출 | 8 | 불검출 | 불검출 | 0.31 | 8.0 | 0.02 | 불검출 | 2021-01-04 19:43:40 |
| 968 | 2020 | 1 | 해운대구 | 체육공원(우2동) | 적합 | 0 | 불검출 | 불검출 | 불검출 | 불검출 | 4.9 | 0.3 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 86 | 없음 | 0.031 | 1 | 불검출 | 6.3 | 0.07 | 18.4 | 불검출 | 불검출 | 0.05 | 15.0 | 불검출 | 불검출 | 2021-01-04 19:43:40 |
| 969 | 2020 | 1 | 영도구 | 모천 | 적합 | 1 | 불검출 | 불검출 | 불검출 | 불검출 | 2 | 0.3 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 0.01 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 26 | 없음 | 불검출 | 1 | 불검출 | 6.5 | 0.002 | 10.9 | 불검출 | 불검출 | 0.31 | 9.0 | 0.02 | 불검출 | 2021-01-04 19:43:40 |
| 970 | 2020 | 1 | 영도구 | 미륵암 | 적합 | 41 | 불검출 | 불검출 | 불검출 | 불검출 | 0.9 | 0.3 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 16 | 없음 | 불검출 | 1 | 불검출 | 6.2 | 불검출 | 10.3 | 불검출 | 불검출 | 0.3 | 10.0 | 불검출 | 불검출 | 2021-01-04 19:43:40 |
| 971 | 2020 | 1 | 해운대구 | 초록공원 위 | 부적합 | 26 | 검출 | 불검출 | 불검출 | 불검출 | 1.7 | 0.3 | 불검출 | 0.22 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 39 | 없음 | 불검출 | 1 | 불검출 | 5.7 | 0.007 | 10.7 | 불검출 | 불검출 | 0.3 | 6.0 | 불검출 | 0.0001 | 2021-01-04 19:43:40 |
| 972 | 2020 | 1 | 해운대구 | 체육공원내(재송2동) | 부적합 | 30 | 검출 | 불검출 | 불검출 | 불검출 | 1 | 0.6 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 21 | 없음 | 불검출 | 1 | 불검출 | 7 | 불검출 | 8.3 | 불검출 | 불검출 | 0.89 | 5.0 | 0.06 | 0.0001 | 2021-01-04 19:43:40 |
| 973 | 2020 | 1 | 해운대구 | 초록공원 | 적합 | 0 | 불검출 | 불검출 | 불검출 | 불검출 | 1.4 | 0.3 | 불검출 | 0.27 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 56 | 없음 | 불검출 | 1 | 불검출 | 6.7 | 0.005 | 10.1 | 불검출 | 불검출 | 0.08 | 10.0 | 불검출 | 0.0004 | 2021-01-04 19:43:40 |
Most frequently occurring
| inspec_yy | inspec_qt | inspec_area | inspec_point | result | water01 | water02 | water03 | water04 | water05 | water06 | water07 | water08 | water09 | water10 | water11 | water12 | water13 | water14 | water15 | water16 | water17 | water18 | water19 | water20 | water21 | water22 | water23 | water24 | water25 | water26 | water27 | water28 | water29 | water30 | water31 | water32 | water33 | water34 | water35 | water36 | water37 | water38 | water39 | water40 | water41 | water42 | water43 | water44 | water45 | water46 | water47 | last_load_dttm | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2014 | 2 | 해운대구 | 체육공원내약수터 | 부적합 | 불검출 | 0.5 | 0.6 | <NA> | 7 | 불검출 | 불검출 | 불검출 | 불검출 | 0.31 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 13 | 없음 | 없음 | 0.010 | 1 | 불검출 | 8.1 | 불검출 | 9.0 | 불검출 | 불검출 | 2.11 | 4 | 0.07 | 2021-01-04 19:43:40 | 2 |
| 1 | 2014 | 2 | 해운대구 | 체육공원약수터 | 적합 | 불검출 | 3.4 | 0.3 | <NA> | 33 | 불검출 | 불검출 | 불검출 | 불검출 | 0.40 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 0.02 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 불검출 | 71 | 없음 | 없음 | 0.135 | 1 | 불검출 | 8.3 | 불검출 | 14.7 | 불검출 | 불검출 | 0.06 | 14 | 불검출 | 2021-01-04 19:43:40 | 2 |